IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v15y2024i1d10.1038_s41467-024-55008-0.html
   My bibliography  Save this article

Edge-centric connectome-genetic markers of bridging factor to comorbidity between depression and anxiety

Author

Listed:
  • Zhiyi Chen

    (Third Military Medical University
    Southwest University
    Ministry of Education)

  • Yancheng Tang

    (Shanghai International Studies University)

  • Xuerong Liu

    (Third Military Medical University)

  • Wei Li

    (Third Military Medical University)

  • Yuanyuan Hu

    (Chinese Academy of Sciences
    University of Chinese Academy of Sciences)

  • Bowen Hu

    (Beijing Normal University)

  • Ting Xu

    (Southwest University
    Sichuan Provincial People’s Hospital
    University of Electronic Science and Technology of China)

  • Rong Zhang

    (Southwest University)

  • Lei Xia

    (Third Military Medical University)

  • Jing-Xuan Zhang

    (Third Military Medical University)

  • Zhibing Xiao

    (Beijing Normal University)

  • Ji Chen

    (Shanghai Jiao Tong University)

  • Zhengzhi Feng

    (Third Military Medical University)

  • Yuan Zhou

    (Chinese Academy of Sciences
    University of Chinese Academy of Sciences)

  • Qinghua He

    (Southwest University)

  • Jiang Qiu

    (Southwest University)

  • Xu Lei

    (Southwest University)

  • Hong Chen

    (Southwest University)

  • Shaozheng Qin

    (Beijing Normal University)

  • Tingyong Feng

    (Southwest University)

Abstract

Depression-anxiety comorbidity is commonly attributed to the occurrence of specific symptoms bridging the two disorders. However, the significant heterogeneity of most bridging symptoms presents challenges for psychopathological interpretation and clinical applicability. Here, we conceptually established a common bridging factor (cb factor) to characterize a general structure of these bridging symptoms, analogous to the general psychopathological p factor. We identified a cb factor from 12 bridging symptoms in depression-anxiety comorbidity network. Moreover, this cb factor could be predicted using edge-centric connectomes with robust generalizability, and was characterized by connectome patterns in attention and frontoparietal networks. In an independent twin cohort, we found that these patterns were moderately heritable, and identified their genetic connectome-transcriptional markers that were associated with the neurobiological enrichment of vasculature and cerebellar development, particularly during late-childhood-to-young-adulthood periods. Our findings revealed a general factor of bridging symptoms and its neurobiological architectures, which enriched neurogenetic understanding of depression-anxiety comorbidity.

Suggested Citation

  • Zhiyi Chen & Yancheng Tang & Xuerong Liu & Wei Li & Yuanyuan Hu & Bowen Hu & Ting Xu & Rong Zhang & Lei Xia & Jing-Xuan Zhang & Zhibing Xiao & Ji Chen & Zhengzhi Feng & Yuan Zhou & Qinghua He & Jiang , 2024. "Edge-centric connectome-genetic markers of bridging factor to comorbidity between depression and anxiety," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
  • Handle: RePEc:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-024-55008-0
    DOI: 10.1038/s41467-024-55008-0
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-024-55008-0
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-024-55008-0?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Leonardo Novelli & Adeel Razi, 2022. "A mathematical perspective on edge-centric brain functional connectivity," Nature Communications, Nature, vol. 13(1), pages 1-13, December.
    2. Alvarez, R. Michael & Atkeson, Lonna Rae & Levin, Ines & Li, Yimeng, 2019. "Paying Attention to Inattentive Survey Respondents," Political Analysis, Cambridge University Press, vol. 27(2), pages 145-162, April.
    3. Laurence Dion-Albert & Alice Cadoret & Ellen Doney & Fernanda Neutzling Kaufmann & Katarzyna A. Dudek & Beatrice Daigle & Lyonna F. Parise & Flurin Cathomas & Nalia Samba & Natalie Hudson & Manon Lebe, 2022. "Vascular and blood-brain barrier-related changes underlie stress responses and resilience in female mice and depression in human tissue," Nature Communications, Nature, vol. 13(1), pages 1-18, December.
    4. Trygve E. Bakken & Jeremy A. Miller & Song-Lin Ding & Susan M. Sunkin & Kimberly A. Smith & Lydia Ng & Aaron Szafer & Rachel A. Dalley & Joshua J. Royall & Tracy Lemon & Sheila Shapouri & Kaylynn Aion, 2016. "A comprehensive transcriptional map of primate brain development," Nature, Nature, vol. 535(7612), pages 367-375, July.
    5. M. D. Hettwer & S. Larivière & B. Y. Park & O. A. Heuvel & L. Schmaal & O. A. Andreassen & C. R. K. Ching & M. Hoogman & J. Buitelaar & D. Rooij & D. J. Veltman & D. J. Stein & B. Franke & T. G. M. Er, 2022. "Coordinated cortical thickness alterations across six neurodevelopmental and psychiatric disorders," Nature Communications, Nature, vol. 13(1), pages 1-14, December.
    6. Aleksandr Talishinsky & Jonathan Downar & Petra E. Vértes & Jakob Seidlitz & Katharine Dunlop & Charles J. Lynch & Heather Whalley & Andrew McIntosh & Fidel Vila-Rodriguez & Zafiris J. Daskalakis & Da, 2022. "Regional gene expression signatures are associated with sex-specific functional connectivity changes in depression," Nature Communications, Nature, vol. 13(1), pages 1-20, December.
    7. Yingyao Zhou & Bin Zhou & Lars Pache & Max Chang & Alireza Hadj Khodabakhshi & Olga Tanaseichuk & Christopher Benner & Sumit K. Chanda, 2019. "Metascape provides a biologist-oriented resource for the analysis of systems-level datasets," Nature Communications, Nature, vol. 10(1), pages 1-10, December.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Tingting Bo & Jie Li & Ganlu Hu & Ge Zhang & Wei Wang & Qian Lv & Shaoling Zhao & Junjie Ma & Meng Qin & Xiaohui Yao & Meiyun Wang & Guang-Zhong Wang & Zheng Wang, 2023. "Brain-wide and cell-specific transcriptomic insights into MRI-derived cortical morphology in macaque monkeys," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
    2. Xuelong Yao & Zongyang Lu & Zhanying Feng & Lei Gao & Xin Zhou & Min Li & Suijuan Zhong & Qian Wu & Zhenbo Liu & Haofeng Zhang & Zeyuan Liu & Lizhi Yi & Tao Zhou & Xudong Zhao & Jun Zhang & Yong Wang , 2022. "Comparison of chromatin accessibility landscapes during early development of prefrontal cortex between rhesus macaque and human," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    3. Hikaru Hayashi & Sayaka Seki & Takeshi Tomita & Masayoshi Kato & Norihiro Ashihara & Tokuhiro Chano & Hideki Sanjo & Miwa Kawade & Chenhui Yan & Hiroki Sakai & Hidenori Tomida & Miyuki Tanaka & Mai Iw, 2025. "Synthetic short mRNA prevents metastasis via innate-adaptive immunity," Nature Communications, Nature, vol. 16(1), pages 1-16, December.
    4. Xiangwei Li & Thomas Delerue & Ben Schöttker & Bernd Holleczek & Eva Grill & Annette Peters & Melanie Waldenberger & Barbara Thorand & Hermann Brenner, 2022. "Derivation and validation of an epigenetic frailty risk score in population-based cohorts of older adults," Nature Communications, Nature, vol. 13(1), pages 1-11, December.
    5. Andreas Herchenröther & Stefanie Gossen & Tobias Friedrich & Alexander Reim & Nadine Daus & Felix Diegmüller & Jörg Leers & Hakimeh Moghaddas Sani & Sarah Gerstner & Leah Schwarz & Inga Stellmacher & , 2023. "The H2A.Z and NuRD associated protein HMG20A controls early head and heart developmental transcription programs," Nature Communications, Nature, vol. 14(1), pages 1-20, December.
    6. Samuel S. Kim & Buu Truong & Karthik Jagadeesh & Kushal K. Dey & Amber Z. Shen & Soumya Raychaudhuri & Manolis Kellis & Alkes L. Price, 2024. "Leveraging single-cell ATAC-seq and RNA-seq to identify disease-critical fetal and adult brain cell types," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
    7. Hao A. Duong & Kenkichi Baba & Jason P. DeBruyne & Alec J. Davidson & Christopher Ehlen & Michael Powell & Gianluca Tosini, 2024. "Environmental circadian disruption re-writes liver circadian proteomes," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    8. Ramachandran Prakasam & Angela Bonadiman & Roberta Andreotti & Emanuela Zuccaro & Davide Dalfovo & Caterina Marchioretti & Debasmita Tripathy & Gianluca Petris & Eric N. Anderson & Alice Migazzi & Lau, 2023. "LSD1/PRMT6-targeting gene therapy to attenuate androgen receptor toxic gain-of-function ameliorates spinobulbar muscular atrophy phenotypes in flies and mice," Nature Communications, Nature, vol. 14(1), pages 1-22, December.
    9. Li Guo & Cheng Hu & Yang Liu & Xiaoyu Chen & Deli Song & Runling Shen & Zhanzhen Liu & Xudong Jia & Qinfen Zhang & Yuanzhu Gao & Zhezhi Deng & Tao Zuo & Jun Hu & Wenbo Zhu & Jing Cai & Guangmei Yan & , 2023. "Directed natural evolution generates a next-generation oncolytic virus with a high potency and safety profile," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
    10. Cecilia Pessoa Rodrigues & Aindrila Chatterjee & Meike Wiese & Thomas Stehle & Witold Szymanski & Maria Shvedunova & Asifa Akhtar, 2021. "Histone H4 lysine 16 acetylation controls central carbon metabolism and diet-induced obesity in mice," Nature Communications, Nature, vol. 12(1), pages 1-21, December.
    11. Tianshi Feng & Xuemei Zhao & Ping Gu & Wah Yang & Cunchuan Wang & Qingyu Guo & Qiaoyun Long & Qing Liu & Ying Cheng & Jin Li & Cynthia Kwan Yui Cheung & Donghai Wu & Xinyu Kong & Yong Xu & Dewei Ye & , 2022. "Adipocyte-derived lactate is a signalling metabolite that potentiates adipose macrophage inflammation via targeting PHD2," Nature Communications, Nature, vol. 13(1), pages 1-14, December.
    12. Jimin Pyo & Michael G. Maxfield, 2021. "Cognitive Effects of Inattentive Responding in an MTurk Sample," Social Science Quarterly, Southwestern Social Science Association, vol. 102(4), pages 2020-2039, July.
    13. Elisa Bellucci & Andrea Benazzo & Chunming Xu & Elena Bitocchi & Monica Rodriguez & Saleh Alseekh & Valerio Di Vittori & Tania Gioia & Kerstin Neumann & Gaia Cortinovis & Giulia Frascarelli & Ester Mu, 2023. "Selection and adaptive introgression guided the complex evolutionary history of the European common bean," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
    14. Jiayin Peng & Lili Han & Biao Liu & Jiawen Song & Yuang Wang & Kunpeng Wang & Qian Guo & XinYan Liu & Yu Li & Jujin Zhang & Wenqing Wu & Sheng Li & Xin Fu & Cheng-le Zhuang & Weikang Zhang & Shengbao , 2023. "Gli1 marks a sentinel muscle stem cell population for muscle regeneration," Nature Communications, Nature, vol. 14(1), pages 1-17, December.
    15. Brent S. Perlman & Noah Burget & Yeqiao Zhou & Gregory W. Schwartz & Jelena Petrovic & Zora Modrusan & Robert B. Faryabi, 2024. "Enhancer-promoter hubs organize transcriptional networks promoting oncogenesis and drug resistance," Nature Communications, Nature, vol. 15(1), pages 1-21, December.
    16. Elisa Setten & Alessandra Castagna & Josué Manik Nava-Sedeño & Jonathan Weber & Roberta Carriero & Andreas Reppas & Valery Volk & Jessica Schmitz & Wilfried Gwinner & Haralampos Hatzikirou & Friedrich, 2022. "Understanding fibrosis pathogenesis via modeling macrophage-fibroblast interplay in immune-metabolic context," Nature Communications, Nature, vol. 13(1), pages 1-22, December.
    17. Andrea Zanetti & Gwendal Dujardin & Lucas Fares-Taie & Jeanne Amiel & Jérôme E. Roger & Isabelle Audo & Matthieu P. Robert & Pierre David & Vincent Jung & Nicolas Goudin & Ida Chiara Guerrera & Stépha, 2024. "GPATCH11 variants cause mis-splicing and early-onset retinal dystrophy with neurological impairment," Nature Communications, Nature, vol. 15(1), pages 1-20, December.
    18. Dafne Ibarra-Morales & Michael Rauer & Piergiuseppe Quarato & Leily Rabbani & Fides Zenk & Mariana Schulte-Sasse & Francesco Cardamone & Alejandro Gomez-Auli & Germano Cecere & Nicola Iovino, 2021. "Histone variant H2A.Z regulates zygotic genome activation," Nature Communications, Nature, vol. 12(1), pages 1-14, December.
    19. Hwalek, Melanie & Pierce, Kate & Straub, Victoria, 2024. "Designing a questionnaire with retrospective pre-post items: Format matters," Evaluation and Program Planning, Elsevier, vol. 103(C).
    20. Xueguang Zhang & Gelin Huang & Ting Jiang & Lanlan Meng & Tongtong Li & Guohui Zhang & Nan Wu & Xinyi Chen & Bingwang Zhao & Nana Li & Sixian Wu & Junceng Guo & Rui Zheng & Zhiliang Ji & Zhigang Xu & , 2024. "CEP112 coordinates translational regulation of essential fertility genes during spermiogenesis through phase separation in humans and mice," Nature Communications, Nature, vol. 15(1), pages 1-20, December.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-024-55008-0. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.